This work conjoined the advantages of Bayesian nonparametrics in automatically discovering the underlying mixture components and maximum entropy discrimination framework in integrating large-margin principle with Bayesian posterior inference.
Both methods significantly outperformed the random selection with margins of 1.5 (P < 1.4 × 10 − 44 ) experiments for maximum entropy and 3.25 (P < 5.3 × 10 − 191 ) experiments for the maximum difference design.
Similarly, the one-way street to maximum entropy is just that, it has a beginning and an end.
For the ultimate laptop, the maximum entropy corresponds to an information capacity of about 2.13 x 1031 bits -- a billion trillion times more than today's laptops.
MaxEnt ∙ (maximum entropy) [27].
bias-corrected maximum entropy.
This is thus the maximum entropy solution.
Equal probable quantization offers maximum entropy.
The entropy theory comprises (1) formulation of entropy, (2) principle of maximum entropy (POME), and (3) theorem of concentration (TOC).
